Apple Inc. has lined up an impressive list of banks and credit-card issuers to support its new mobile-payment service. Now all it needs is more merchants, and customers.

Apple hopes its service, Apple Pay, will prompt shoppers to ditch their wallet and make purchases with an iPhone. The system relies on a technology known as near-field communication, or NFC, that has had trouble winning acceptance from merchants.